AI tools
Sample AI output — read-only demo
Flag at-risk students and interventions
Average attendance
94%Across all demo ensembles.
Overall attendance is strong at 94%, with three students trending below the 80% threshold. Patterns suggest clashes with sport and family commitments rather than disengagement.
Mia Thompson
High riskLikely causes: Regular clashes with Wednesday netball training; recent family travel during a rehearsal week.
Suggested intervention: Speak with Mia and her parents about a shared calendar. Offer a make-up sectional or recording of missed passages.
Liam Patel
Medium riskLikely causes: Occasional late buses on rehearsal mornings; one excused absence for a family event.
Suggested intervention: Confirm transport arrangements and pair Liam with a section buddy to catch up missed material.
Henry Taylor
Low riskLikely causes: Minor illness and one early dismissal; attendance is improving week-on-week.
Suggested intervention: Continue current approach; check in briefly and reinforce consistent attendance before the concert.
This is sample output. Subscribers can generate live, tailored results from their own ensemble data.
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